
class InputExample(object):

    def __init__(self, guid, words, labels, bi_labels):
        self.guid = guid
        self.words = words
        self.labels = labels
        self.bi_labels = bi_labels

class InputFeatures(object):

    def __init__(self, input_ids, input_mask, segment_ids, label_ids, bi_label_ids):
        self.input_ids = input_ids
        self.input_mask = input_mask
        self.segment_ids = segment_ids
        self.label_ids = label_ids
        self.bi_label_ids = bi_label_ids